Add model cards for DeepPavlov models (#3138)

* add empty model cards for every current DeepPavlov model

* fix: replace cyrillic `с` with `c`

* docs: add model cards for current DeepPavlov BERT models

* docs: add links for arXiv preprints
This commit is contained in:
Julien Chaumond authored and GitHub committed 2020-03-05 09:34:43 -05:00
1 parent 012cbdb0f5
commit 8a2d9bc9ef
6 files changed
+116

No files matched your search

@@ -0,0 +1,23 @@
---
language:
- english
---
# bert-base-cased-conversational
Conversational BERT \(English, cased, 12-layer, 768-hidden, 12-heads, 110M parameters\) was trained
on the English part of Twitter, Reddit, DailyDialogues\[1\], OpenSubtitles\[2\], Debates\[3\], Blogs\[4\],
Facebook News Comments. We used this training data to build the vocabulary of English subtokens and took
English cased version of BERT-base as an initialization for English Conversational BERT.
\[1\]: Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, and Shuzi Niu. DailyDialog: A Manually Labelled
Multi-turn Dialogue Dataset. IJCNLP 2017.
\[2\]: P. Lison and J. Tiedemann, 2016, OpenSubtitles2016: Extracting Large Parallel Corpora from Movie and TV Subtitles.
In Proceedings of the 10th International Conference on Language Resources and Evaluation \(LREC 2016\)
\[3\]: Justine Zhang, Ravi Kumar, Sujith Ravi, Cristian Danescu-Niculescu-Mizil. Proceedings of NAACL, 2016.
\[4\]: J. Schler, M. Koppel, S. Argamon and J. Pennebaker \(2006\). Effects of Age and Gender on Blogging
in Proceedings of 2006 AAAI Spring Symposium on Computational Approaches for Analyzing Weblogs.